{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "**策略名称：** 创业板动量策略\n",
        "\n",
        "**策略简介:** 动量交易是通过分析近期价格趋势的强弱来买卖金融资产的策略，创业板动量策略使用创业板一个月的涨幅作为交易信号，如果涨幅大于8%，则买入，如果涨幅小于0,则卖出。\n",
        "\n",
        "**策略表现：**夏普值1.1, 最大回撤18%，年化回报20%\n",
        "\n",
        "**代码作者：** Spectator\n",
        "\n",
        "**结构说明：**\n",
        "\n",
        "第一部分: 安装并导入依赖包;\n",
        "第二部分：加载数据;\n",
        "第三部分： 计算动量信号，作为策略信号进行回测;\n"
      ],
      "metadata": {
        "id": "Ny6eeEPydd1_"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# 第一部分: 安装并导入依赖包"
      ],
      "metadata": {
        "id": "c9GCkXSJdp9W"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "**1. 安装依赖包**"
      ],
      "metadata": {
        "id": "7QavWamudtyi"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install akshare quantstats"
      ],
      "metadata": {
        "id": "C-W8m6o1dmBL"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "**2.导入依赖包**"
      ],
      "metadata": {
        "id": "gDglglsrd0A_"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import warnings\n",
        "warnings.filterwarnings('ignore')\n",
        "import time\n",
        "import akshare as ak\n",
        "import numpy as np\n",
        "import pandas as pd\n",
        "import quantstats as qs\n",
        "\n",
        "\n",
        "import matplotlib.pyplot as plt\n",
        "import matplotlib.ticker as ticker\n",
        "\n",
        "%matplotlib inline"
      ],
      "metadata": {
        "id": "E1zNjpsGNL04"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "# 第二部分：加载数据"
      ],
      "metadata": {
        "id": "jWidmp0Ed3hY"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "cyb = ak.stock_zh_index_daily(symbol=\"sz399006\")\n",
        "cyb = cyb.set_index(\"date\")\n",
        "cyb.index = cyb.index.astype(str)\n",
        "cyb[\"close\"].plot(figsize=(20,5))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 395
        },
        "id": "hM5UpJO-ObLf",
        "outputId": "705dca46-df0c-4868-e940-65a87bdbe23b"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<Axes: xlabel='date'>"
            ]
          },
          "metadata": {},
          "execution_count": 3
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 2000x500 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# 计算动量信号\n",
        "def signal(x):\n",
        "    if x > 0.08:\n",
        "        return 1\n",
        "    if x < 0:\n",
        "        return 0\n",
        "    return np.nan\n",
        "\n",
        "window = 21\n",
        "cyb[\"day_return\"] = cyb.close.rolling(2).apply(lambda x:(x[-1]-x[0])/x[0])\n",
        "cyb[\"pct_chg\"]=cyb.close.rolling(window).apply(lambda x: (x[-2]-x[0])/x[0])\n",
        "cyb[\"signal\"]= cyb.apply(lambda row: signal(row[\"pct_chg\"]), axis=1)\n",
        "cyb[\"signal\"] = cyb[\"signal\"].fillna(method='ffill').fillna(0)\n",
        "cyb['change_position'] = cyb['signal'].rolling(2).apply(lambda x:x[0]!=x[1])\n",
        "\n",
        "cyb[\"signal\"].plot(figsize=(20,5))\n",
        "\n",
        "# 回测分析\n",
        "backtest_data = cyb.loc['2012-01-01':'2023-03-31']\n",
        "backtest_data[\"market_return\"] = np.cumprod(backtest_data.day_return.values + 1) *100\n",
        "backtest_data[\"signal_return\"] = np.cumprod((backtest_data[\"signal\"].values * backtest_data.day_return.values + 1)*(1-0*backtest_data['change_position'])) * 100\n",
        "\n",
        "_ = plt.figure(figsize=(20, 5))\n",
        "plt.xlabel('Time') \n",
        "plt.ylabel('Return')\n",
        "_ = plt.plot(backtest_data[\"market_return\"].index,backtest_data[\"market_return\"].values)\n",
        "_ = plt.plot(backtest_data[\"signal_return\"].index,backtest_data[\"signal_return\"].values)\n",
        "_ = plt.legend(['market_return', 'signal_return', ]) \n",
        "\n",
        "ax = plt.gca()\n",
        "ax.xaxis.set_major_locator(ticker.MultipleLocator(250))\n",
        "\n",
        "# 计算策略表现指标\n",
        "result = {}\n",
        "for i in [\"market_return\", \"signal_return\"]:\n",
        "    result[i] = []\n",
        "    for j in [\"avg_return\", \"volatility\", \"sharpe\", \"max_drawdown\", \"win_rate\"]:\n",
        "        exec( f\"r = qs.stats.{j}(backtest_data[i])\")\n",
        "        result[i].append(r)\n",
        "\n",
        "result = pd.DataFrame(result, index=[\"avg_return\", \"volatility\", \"sharpe\", \"max_drawdown\", \"win_rate\"])\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 738
        },
        "id": "ZrX1kqmLOxMp",
        "outputId": "3010f7ff-136b-42c2-f462-45e89808fa8f"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 2000x500 with 1 Axes>"
            ],
            "image/png": 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          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 2000x500 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    }
  ]
}
